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Mokaddem 2016-08-22 21:29:59 +02:00
parent 2fd2c8af39
commit 20fd191c20
1 changed files with 0 additions and 14 deletions
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14
bin/SentimentAnalyser.py
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@ -33,7 +33,6 @@ size_threshold = 250
line_max_length_threshold = 1000 line_max_length_threshold = 1000
def Analyse(message, server): def Analyse(message, server):
#print 'analyzing'
path = message path = message
paste = Paste.Paste(path) paste = Paste.Paste(path)
@ -50,19 +49,13 @@ def Analyse(message, server):
if p_MimeType in accepted_Mime_type: if p_MimeType in accepted_Mime_type:
print 'Processing', path
the_date = datetime.date(int(p_date[0:4]), int(p_date[4:6]), int(p_date[6:8])) the_date = datetime.date(int(p_date[0:4]), int(p_date[4:6]), int(p_date[6:8]))
#print 'pastedate: ', the_date
the_time = datetime.datetime.now() the_time = datetime.datetime.now()
the_time = datetime.time(getattr(the_time, 'hour'), 0, 0) the_time = datetime.time(getattr(the_time, 'hour'), 0, 0)
#print 'now: ', the_time
combined_datetime = datetime.datetime.combine(the_date, the_time) combined_datetime = datetime.datetime.combine(the_date, the_time)
#print 'combined: ', combined_datetime
timestamp = calendar.timegm(combined_datetime.timetuple()) timestamp = calendar.timegm(combined_datetime.timetuple())
#print 'timestamp: ', timestamp
sentences = tokenize.sent_tokenize(p_content.decode('utf-8', 'ignore')) sentences = tokenize.sent_tokenize(p_content.decode('utf-8', 'ignore'))
#print len(sentences)
if len(sentences) > 0: if len(sentences) > 0:
avg_score = {'neg': 0.0, 'neu': 0.0, 'pos': 0.0, 'compoundPos': 0.0, 'compoundNeg': 0.0} avg_score = {'neg': 0.0, 'neu': 0.0, 'pos': 0.0, 'compoundPos': 0.0, 'compoundNeg': 0.0}
@ -82,7 +75,6 @@ def Analyse(message, server):
else: else:
avg_score[k] += ss[k] avg_score[k] += ss[k]
#print('{0}: {1}, '.format(k, ss[k]))
for k in avg_score: for k in avg_score:
if k == 'compoundPos': if k == 'compoundPos':
@ -99,16 +91,13 @@ def Analyse(message, server):
# (UniqID_i -> PasteValue_i) # (UniqID_i -> PasteValue_i)
server.sadd('Provider_set', provider) server.sadd('Provider_set', provider)
#print 'Provider_set', provider
provider_timestamp = provider + '_' + str(timestamp) provider_timestamp = provider + '_' + str(timestamp)
#print provider_timestamp
server.incr('UniqID') server.incr('UniqID')
UniqID = server.get('UniqID') UniqID = server.get('UniqID')
print provider_timestamp, '->', UniqID, 'dropped', num_line_removed, 'lines' print provider_timestamp, '->', UniqID, 'dropped', num_line_removed, 'lines'
server.sadd(provider_timestamp, UniqID) server.sadd(provider_timestamp, UniqID)
server.set(UniqID, avg_score) server.set(UniqID, avg_score)
#print UniqID, '->', avg_score
else: else:
print 'Dropped:', p_MimeType print 'Dropped:', p_MimeType
@ -143,15 +132,12 @@ if __name__ == '__main__':
port=p.config.get("Redis_Level_DB_Sentiment", "port"), port=p.config.get("Redis_Level_DB_Sentiment", "port"),
db=p.config.get("Redis_Level_DB_Sentiment", "db")) db=p.config.get("Redis_Level_DB_Sentiment", "db"))
# Endless loop getting messages from the input queue
while True: while True:
# Get one message from the input queue
message = p.get_from_set() message = p.get_from_set()
if message is None: if message is None:
publisher.debug("{} queue is empty, waiting".format(config_section)) publisher.debug("{} queue is empty, waiting".format(config_section))
time.sleep(1) time.sleep(1)
continue continue
# Do something with the message from the queue
Analyse(message, server) Analyse(message, server)